{"id":"W4392803939","doi":"10.3389/fmats.2024.1267197","title":"Study on microstructural and mechanical properties of cementitious materials composed of fly ash and dacite powder","year":2024,"lang":"en","type":"article","venue":"Frontiers in Materials","topic":"Concrete and Cement Materials Research","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Geomechanica (Canada)","funders":"","keywords":"Cementitious; Fly ash; Materials science; Composite material; Cement","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002540697,0.0002327598,0.0002129751,0.0007213273,0.0001989208,0.0001926581,0.0001743536,0.0002380332,0.0009938816],"category_scores_gemma":[0.0003741516,0.0001983438,0.000246628,0.0004347815,0.0002203182,0.0002842631,0.000108992,0.0003093801,0.0001488043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001994975,"about_ca_system_score_gemma":0.0001297272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001712998,"about_ca_topic_score_gemma":0.003944425,"domain_scores_codex":[0.9998221,0.00001196693,0.00001086578,0.00003759042,0.00009842047,0.00001905373],"domain_scores_gemma":[0.9997249,0.00006306544,0.00007012107,0.00001566162,0.00008905143,0.00003725267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00008548569,0.00002562214,0.002733962,0.0001024168,0.00001398228,0.00005539278,0.00004056798,0.000700012,0.9935288,0.00006845831,0.00002801093,0.002617268],"study_design_scores_gemma":[0.00001164206,0.000655125,0.08617976,0.00001442257,0.00006004776,0.0002355049,0.0001392387,0.006803654,0.9041859,0.00005024064,0.001647903,0.00001664571],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977289,0.0005732363,0.0008265284,0.000008342813,0.000006756467,0.00001042949,0.0001518088,0.0000167369,0.0006772188],"genre_scores_gemma":[0.998601,0.0001506372,0.0006008448,0.000004029757,0.00000282906,0.0000054525,0.0001455015,0.000005987338,0.0004837247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001712998,"threshold_uncertainty_score":0.003405988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0170920578551124,"score_gpt":0.2390946979772972,"score_spread":0.2220026401221848,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}